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This paper presents a state-of-the-art adaptive wavelet-based denoising method with edge preservation. More specifically , a redundant discrete dyadic wavelet transform (DDWT) is performed on the noisy image to get the wavelet frame decomposition at different scales. Based on the Lip-schitz regularity theory, correlation analysis across scales is performed… (More)